Overview
Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 726498 |
| Missing cells | 1129255 |
| Missing cells (%) | 10.4% |
| Duplicate rows | 79 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 83.1 MiB |
| Average record size in memory | 120.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Text | 4 |
| DateTime | 1 |
| Dataset has 79 (< 0.1%) duplicate rows | Duplicates |
Active is highly overall correlated with Confirmed and 1 other fields | High correlation |
Case_Fatality_Ratio is highly overall correlated with letalidad | High correlation |
Confirmed is highly overall correlated with Active and 2 other fields | High correlation |
Deaths is highly overall correlated with Active and 1 other fields | High correlation |
Incident_Rate is highly overall correlated with Recovered | High correlation |
Long_ is highly overall correlated with Recovered | High correlation |
Recovered is highly overall correlated with Confirmed and 2 other fields | High correlation |
letalidad is highly overall correlated with Case_Fatality_Ratio | High correlation |
FIPS has 135366 (18.6%) missing values | Missing |
Admin2 has 134461 (18.5%) missing values | Missing |
Province_State has 32379 (4.5%) missing values | Missing |
Lat has 16276 (2.2%) missing values | Missing |
Long_ has 16276 (2.2%) missing values | Missing |
Recovered has 380080 (52.3%) missing values | Missing |
Active has 380080 (52.3%) missing values | Missing |
Incident_Rate has 16276 (2.2%) missing values | Missing |
Case_Fatality_Ratio has 8394 (1.2%) missing values | Missing |
letalidad has 9667 (1.3%) missing values | Missing |
Active is highly skewed (γ1 = 27.11903144) | Skewed |
Case_Fatality_Ratio is highly skewed (γ1 = 71.75668861) | Skewed |
letalidad is highly skewed (γ1 = 67.82994021) | Skewed |
Confirmed has 9667 (1.3%) zeros | Zeros |
Deaths has 42270 (5.8%) zeros | Zeros |
Recovered has 236816 (32.6%) zeros | Zeros |
Active has 12273 (1.7%) zeros | Zeros |
Case_Fatality_Ratio has 35337 (4.9%) zeros | Zeros |
letalidad has 33824 (4.7%) zeros | Zeros |
Reproduction
| Analysis started | 2025-11-26 01:30:22.891037 |
|---|---|
| Analysis finished | 2025-11-26 01:31:07.634120 |
| Duration | 44.74 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
FIPS
Real number (ℝ)
Missing
| Distinct | 3266 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 135366 |
| Missing (%) | 18.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32400.145 |
| Minimum | 66 |
|---|---|
| Maximum | 99999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.5 MiB |
Quantile statistics
| Minimum | 66 |
|---|---|
| 5-th percentile | 5097 |
| Q1 | 19049 |
| median | 30067 |
| Q3 | 47041 |
| 95-th percentile | 56009 |
| Maximum | 99999 |
| Range | 99933 |
| Interquartile range (IQR) | 27992 |
Descriptive statistics
| Standard deviation | 18029.785 |
|---|---|
| Coefficient of variation (CV) | 0.55647236 |
| Kurtosis | 0.44926457 |
| Mean | 32400.145 |
| Median Absolute Deviation (MAD) | 12904 |
| Skewness | 0.57306015 |
| Sum | 1.9152763 × 1010 |
| Variance | 3.2507316 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39163 | 181 | < 0.1% |
| 39165 | 181 | < 0.1% |
| 39167 | 181 | < 0.1% |
| 39169 | 181 | < 0.1% |
| 39171 | 181 | < 0.1% |
| 39173 | 181 | < 0.1% |
| 39175 | 181 | < 0.1% |
| 40001 | 181 | < 0.1% |
| 40003 | 181 | < 0.1% |
| 40005 | 181 | < 0.1% |
| Other values (3256) | 589322 | |
| (Missing) | 135366 | 18.6% |
| Value | Count | Frequency (%) |
| 66 | 181 | |
| 69 | 181 | |
| 78 | 181 | |
| 1001 | 181 | |
| 1003 | 181 | |
| 1005 | 181 | |
| 1007 | 181 | |
| 1009 | 181 | |
| 1011 | 181 | |
| 1013 | 181 |
| Value | Count | Frequency (%) |
| 99999 | 181 | |
| 90056 | 181 | |
| 90055 | 181 | |
| 90054 | 181 | |
| 90053 | 181 | |
| 90051 | 181 | |
| 90050 | 181 | |
| 90049 | 181 | |
| 90048 | 181 | |
| 90047 | 181 |
Admin2
Text
Missing
| Distinct | 1926 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 134461 |
| Missing (%) | 18.5% |
| Memory size | 5.5 MiB |
Length
| Max length | 41 |
|---|---|
| Median length | 35 |
| Mean length | 7.1445602 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Autauga |
|---|---|
| 2nd row | Baldwin |
| 3rd row | Barbour |
| 4th row | Bibb |
| 5th row | Blount |
| Value | Count | Frequency (%) |
| unassigned | 9231 | 1.4% |
| washington | 5430 | 0.8% |
| jefferson | 5068 | 0.8% |
| franklin | 4706 | 0.7% |
| st | 4706 | 0.7% |
| lincoln | 4344 | 0.7% |
| jackson | 4344 | 0.7% |
| san | 3801 | 0.6% |
| madison | 3620 | 0.6% |
| of | 3425 | 0.5% |
| Other values (1951) | 594738 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 423540 | 10.0% |
| e | 402001 | 9.5% |
| n | 359828 | 8.5% |
| o | 320356 | 7.6% |
| r | 280550 | 6.6% |
| l | 234576 | 5.5% |
| i | 226069 | 5.3% |
| s | 200186 | 4.7% |
| t | 188226 | 4.4% |
| u | 108043 | 2.6% |
| Other values (47) | 1486469 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4229844 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 423540 | 10.0% |
| e | 402001 | 9.5% |
| n | 359828 | 8.5% |
| o | 320356 | 7.6% |
| r | 280550 | 6.6% |
| l | 234576 | 5.5% |
| i | 226069 | 5.3% |
| s | 200186 | 4.7% |
| t | 188226 | 4.4% |
| u | 108043 | 2.6% |
| Other values (47) | 1486469 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4229844 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 423540 | 10.0% |
| e | 402001 | 9.5% |
| n | 359828 | 8.5% |
| o | 320356 | 7.6% |
| r | 280550 | 6.6% |
| l | 234576 | 5.5% |
| i | 226069 | 5.3% |
| s | 200186 | 4.7% |
| t | 188226 | 4.4% |
| u | 108043 | 2.6% |
| Other values (47) | 1486469 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4229844 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 423540 | 10.0% |
| e | 402001 | 9.5% |
| n | 359828 | 8.5% |
| o | 320356 | 7.6% |
| r | 280550 | 6.6% |
| l | 234576 | 5.5% |
| i | 226069 | 5.3% |
| s | 200186 | 4.7% |
| t | 188226 | 4.4% |
| u | 108043 | 2.6% |
| Other values (47) | 1486469 |
Province_State
Text
Missing
| Distinct | 597 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 32379 |
| Missing (%) | 4.5% |
| Memory size | 5.5 MiB |
Length
| Max length | 44 |
|---|---|
| Median length | 32 |
| Mean length | 8.5293617 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Australian Capital Territory |
|---|---|
| 2nd row | New South Wales |
| 3rd row | Northern Territory |
| 4th row | Queensland |
| 5th row | South Australia |
| Value | Count | Frequency (%) |
| texas | 46155 | 5.5% |
| virginia | 34390 | 4.1% |
| georgia | 29141 | 3.5% |
| north | 28236 | 3.4% |
| carolina | 26788 | 3.2% |
| new | 24254 | 2.9% |
| kentucky | 21901 | 2.6% |
| dakota | 21901 | 2.6% |
| missouri | 21177 | 2.5% |
| south | 20996 | 2.5% |
| Other values (660) | 566691 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 790031 | |
| i | 589153 | 10.0% |
| n | 475650 | 8.0% |
| o | 464084 | 7.8% |
| s | 447764 | 7.6% |
| e | 356389 | 6.0% |
| r | 315483 | 5.3% |
| t | 213397 | 3.6% |
| l | 204345 | 3.5% |
| 147511 | 2.5% | |
| Other values (50) | 1916585 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5920392 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 790031 | |
| i | 589153 | 10.0% |
| n | 475650 | 8.0% |
| o | 464084 | 7.8% |
| s | 447764 | 7.6% |
| e | 356389 | 6.0% |
| r | 315483 | 5.3% |
| t | 213397 | 3.6% |
| l | 204345 | 3.5% |
| 147511 | 2.5% | |
| Other values (50) | 1916585 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5920392 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 790031 | |
| i | 589153 | 10.0% |
| n | 475650 | 8.0% |
| o | 464084 | 7.8% |
| s | 447764 | 7.6% |
| e | 356389 | 6.0% |
| r | 315483 | 5.3% |
| t | 213397 | 3.6% |
| l | 204345 | 3.5% |
| 147511 | 2.5% | |
| Other values (50) | 1916585 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5920392 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 790031 | |
| i | 589153 | 10.0% |
| n | 475650 | 8.0% |
| o | 464084 | 7.8% |
| s | 447764 | 7.6% |
| e | 356389 | 6.0% |
| r | 315483 | 5.3% |
| t | 213397 | 3.6% |
| l | 204345 | 3.5% |
| 147511 | 2.5% | |
| Other values (50) | 1916585 |
Country_Region
Text
| Distinct | 201 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.5 MiB |
Length
| Max length | 32 |
|---|---|
| Median length | 2 |
| Mean length | 2.914114 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Afghanistan |
|---|---|
| 2nd row | Albania |
| 3rd row | Algeria |
| 4th row | Andorra |
| 5th row | Angola |
| Value | Count | Frequency (%) |
| us | 593123 | |
| russia | 15023 | 2.0% |
| japan | 8869 | 1.2% |
| india | 6697 | 0.9% |
| china | 6154 | 0.8% |
| colombia | 6154 | 0.8% |
| mexico | 5973 | 0.8% |
| ukraine | 5068 | 0.7% |
| brazil | 4887 | 0.7% |
| peru | 4706 | 0.6% |
| Other values (225) | 83419 | 11.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 605793 | |
| U | 602354 | |
| a | 145683 | 6.9% |
| i | 96071 | 4.5% |
| n | 76541 | 3.6% |
| e | 62604 | 3.0% |
| s | 48126 | 2.3% |
| r | 40703 | 1.9% |
| o | 37809 | 1.8% |
| l | 37286 | 1.8% |
| Other values (50) | 364128 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2117098 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 605793 | |
| U | 602354 | |
| a | 145683 | 6.9% |
| i | 96071 | 4.5% |
| n | 76541 | 3.6% |
| e | 62604 | 3.0% |
| s | 48126 | 2.3% |
| r | 40703 | 1.9% |
| o | 37809 | 1.8% |
| l | 37286 | 1.8% |
| Other values (50) | 364128 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2117098 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 605793 | |
| U | 602354 | |
| a | 145683 | 6.9% |
| i | 96071 | 4.5% |
| n | 76541 | 3.6% |
| e | 62604 | 3.0% |
| s | 48126 | 2.3% |
| r | 40703 | 1.9% |
| o | 37809 | 1.8% |
| l | 37286 | 1.8% |
| Other values (50) | 364128 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2117098 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 605793 | |
| U | 602354 | |
| a | 145683 | 6.9% |
| i | 96071 | 4.5% |
| n | 76541 | 3.6% |
| e | 62604 | 3.0% |
| s | 48126 | 2.3% |
| r | 40703 | 1.9% |
| o | 37809 | 1.8% |
| l | 37286 | 1.8% |
| Other values (50) | 364128 |
Last_Update
Date
| Distinct | 201 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.5 MiB |
| Minimum | 2020-08-04 02:27:56 |
|---|---|
| Maximum | 2021-07-01 04:21:19 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Lat
Real number (ℝ)
Missing
| Distinct | 3924 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 16276 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.749866 |
| Minimum | -71.9499 |
|---|---|
| Maximum | 71.7069 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 22623 |
| Negative (%) | 3.1% |
| Memory size | 5.5 MiB |
Quantile statistics
| Minimum | -71.9499 |
|---|---|
| 5-th percentile | 9.3373 |
| Q1 | 33.200697 |
| median | 37.901449 |
| Q3 | 42.183322 |
| 95-th percentile | 49.448196 |
| Maximum | 71.7069 |
| Range | 143.6568 |
| Interquartile range (IQR) | 8.9826252 |
Descriptive statistics
| Standard deviation | 13.416706 |
|---|---|
| Coefficient of variation (CV) | 0.37529388 |
| Kurtosis | 9.8510168 |
| Mean | 35.749866 |
| Median Absolute Deviation (MAD) | 4.4823758 |
| Skewness | -2.5033854 |
| Sum | 25390341 |
| Variance | 180.008 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 52.9399 | 362 | < 0.1% |
| 36.4017975 | 181 | < 0.1% |
| 36.41689489 | 181 | < 0.1% |
| 35.48665845 | 181 | < 0.1% |
| 35.20383864 | 181 | < 0.1% |
| 35.87147226 | 181 | < 0.1% |
| 34.98960527 | 181 | < 0.1% |
| 36.36880673 | 181 | < 0.1% |
| 35.78879266 | 181 | < 0.1% |
| 36.39728256 | 181 | < 0.1% |
| Other values (3914) | 708231 | |
| (Missing) | 16276 | 2.2% |
| Value | Count | Frequency (%) |
| -71.9499 | 181 | |
| -52.368 | 181 | |
| -51.7963 | 181 | |
| -45.9864 | 181 | |
| -42.8821 | 181 | |
| -41.9198 | 181 | |
| -40.9006 | 181 | |
| -40.231 | 181 | |
| -38.9489 | 181 | |
| -38.4161 | 181 |
| Value | Count | Frequency (%) |
| 71.7069 | 181 | |
| 70.2998 | 181 | |
| 69.31479216 | 181 | |
| 68.27557185 | 181 | |
| 68.0000418 | 181 | |
| 67.1471631 | 181 | |
| 67.04919196 | 181 | |
| 66.941626 | 181 | |
| 66.8309 | 181 | |
| 66.0006475 | 181 |
Long_
Real number (ℝ)
High correlation Missing
| Distinct | 3915 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 16276 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -71.090433 |
| Minimum | -178.1165 |
|---|---|
| Maximum | 178.065 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 624267 |
| Negative (%) | 85.9% |
| Memory size | 5.5 MiB |
Quantile statistics
| Minimum | -178.1165 |
|---|---|
| 5-th percentile | -116.46302 |
| Q1 | -96.595639 |
| median | -86.717326 |
| Q3 | -77.3579 |
| 95-th percentile | 73.121219 |
| Maximum | 178.065 |
| Range | 356.1815 |
| Interquartile range (IQR) | 19.237739 |
Descriptive statistics
| Standard deviation | 55.327006 |
|---|---|
| Coefficient of variation (CV) | -0.77826232 |
| Kurtosis | 5.2189961 |
| Mean | -71.090433 |
| Median Absolute Deviation (MAD) | 9.6234762 |
| Skewness | 2.3699265 |
| Sum | -50489990 |
| Variance | 3061.0775 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -36.9541 | 362 | < 0.1% |
| -75.5277 | 362 | < 0.1% |
| -72.3311 | 362 | < 0.1% |
| -73.6536 | 362 | < 0.1% |
| -76.826 | 362 | < 0.1% |
| -72.1416 | 362 | < 0.1% |
| -74.03 | 362 | < 0.1% |
| -70.812 | 362 | < 0.1% |
| -101.7068 | 362 | < 0.1% |
| -36.782 | 362 | < 0.1% |
| Other values (3905) | 706602 | |
| (Missing) | 16276 | 2.2% |
| Value | Count | Frequency (%) |
| -178.1165 | 179 | |
| -175.1982 | 181 | |
| -174.1596 | 181 | |
| -172.1046 | 181 | |
| -169.8672 | 181 | |
| -168.734 | 181 | |
| -164.0353804 | 181 | |
| -163.3967883 | 181 | |
| -162.8905196 | 181 | |
| -161.9722021 | 181 |
| Value | Count | Frequency (%) |
| 178.065 | 181 | |
| 177.6493 | 181 | |
| 174.886 | 181 | |
| 171.1845 | 181 | |
| 169.4900869 | 181 | |
| 166.9592 | 181 | |
| 166.9315 | 181 | |
| 165.618042 | 181 | |
| 160.1562 | 181 | |
| 160.0383819 | 181 |
Confirmed
Real number (ℝ)
High correlation Zeros
| Distinct | 102277 |
|---|---|
| Distinct (%) | 14.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33495.735 |
| Minimum | 0 |
|---|---|
| Maximum | 6061404 |
| Zeros | 9667 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 165 |
| Q1 | 1012 |
| median | 2819 |
| Q3 | 11280 |
| 95-th percentile | 111987.45 |
| Maximum | 6061404 |
| Range | 6061404 |
| Interquartile range (IQR) | 10268 |
Descriptive statistics
| Standard deviation | 184050.55 |
|---|---|
| Coefficient of variation (CV) | 5.4947458 |
| Kurtosis | 365.13131 |
| Mean | 33495.735 |
| Median Absolute Deviation (MAD) | 2292 |
| Skewness | 16.395751 |
| Sum | 2.4334585 × 1010 |
| Variance | 3.3874605 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9667 | 1.3% |
| 1 | 748 | 0.1% |
| 20 | 557 | 0.1% |
| 54 | 503 | 0.1% |
| 4 | 493 | 0.1% |
| 53 | 450 | 0.1% |
| 13 | 424 | 0.1% |
| 267 | 407 | 0.1% |
| 712 | 389 | 0.1% |
| 49 | 376 | 0.1% |
| Other values (102267) | 712484 |
| Value | Count | Frequency (%) |
| 0 | 9667 | |
| 1 | 748 | 0.1% |
| 2 | 233 | < 0.1% |
| 3 | 228 | < 0.1% |
| 4 | 493 | 0.1% |
| 5 | 51 | < 0.1% |
| 6 | 22 | < 0.1% |
| 7 | 31 | < 0.1% |
| 8 | 374 | 0.1% |
| 9 | 340 | < 0.1% |
| Value | Count | Frequency (%) |
| 6061404 | 1 | |
| 6051633 | 1 | |
| 6043548 | 1 | |
| 6036821 | 1 | |
| 6026847 | 1 | |
| 6017035 | 1 | |
| 6007431 | 1 | |
| 5997587 | 1 | |
| 5987521 | 1 | |
| 5979051 | 1 |
Deaths
Real number (ℝ)
High correlation Zeros
| Distinct | 17344 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 743.00375 |
| Minimum | 0 |
|---|---|
| Maximum | 133398 |
| Zeros | 42270 |
| Zeros (%) | 5.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 16 |
| median | 50 |
| Q3 | 175 |
| 95-th percentile | 2760 |
| Maximum | 133398 |
| Range | 133398 |
| Interquartile range (IQR) | 159 |
Descriptive statistics
| Standard deviation | 4400.4862 |
|---|---|
| Coefficient of variation (CV) | 5.9225626 |
| Kurtosis | 356.94872 |
| Mean | 743.00375 |
| Median Absolute Deviation (MAD) | 43 |
| Skewness | 16.462356 |
| Sum | 5.3979074 × 108 |
| Variance | 19364279 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42270 | 5.8% |
| 2 | 11458 | 1.6% |
| 3 | 10882 | 1.5% |
| 1 | 10833 | 1.5% |
| 12 | 9897 | 1.4% |
| 4 | 9859 | 1.4% |
| 6 | 9693 | 1.3% |
| 9 | 9322 | 1.3% |
| 7 | 9061 | 1.2% |
| 11 | 8545 | 1.2% |
| Other values (17334) | 594678 |
| Value | Count | Frequency (%) |
| 0 | 42270 | |
| 1 | 10833 | 1.5% |
| 2 | 11458 | 1.6% |
| 3 | 10882 | 1.5% |
| 4 | 9859 | 1.4% |
| 5 | 8290 | 1.1% |
| 6 | 9693 | 1.3% |
| 7 | 9061 | 1.2% |
| 8 | 8133 | 1.1% |
| 9 | 9322 | 1.3% |
| Value | Count | Frequency (%) |
| 133398 | 1 | |
| 133375 | 1 | |
| 133354 | 1 | |
| 133341 | 1 | |
| 133321 | 1 | |
| 133311 | 1 | |
| 133290 | 1 | |
| 133267 | 1 | |
| 133261 | 1 | |
| 133248 | 1 |
Recovered
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 59579 |
|---|---|
| Distinct (%) | 17.2% |
| Missing | 380080 |
| Missing (%) | 52.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41452.59 |
| Minimum | 0 |
|---|---|
| Maximum | 5819901 |
| Zeros | 236816 |
| Zeros (%) | 32.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2057 |
| 95-th percentile | 202525.75 |
| Maximum | 5819901 |
| Range | 5819901 |
| Interquartile range (IQR) | 2057 |
Descriptive statistics
| Standard deviation | 207937.25 |
|---|---|
| Coefficient of variation (CV) | 5.0162668 |
| Kurtosis | 199.39807 |
| Mean | 41452.59 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.703451 |
| Sum | 1.4359923 × 1010 |
| Variance | 4.32379 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 236816 | |
| 1 | 495 | 0.1% |
| 13 | 411 | 0.1% |
| 4 | 391 | 0.1% |
| 18 | 249 | < 0.1% |
| 7 | 209 | < 0.1% |
| 183 | 202 | < 0.1% |
| 98 | 202 | < 0.1% |
| 977 | 189 | < 0.1% |
| 699 | 189 | < 0.1% |
| Other values (59569) | 107065 | 14.7% |
| (Missing) | 380080 |
| Value | Count | Frequency (%) |
| 0 | 236816 | |
| 1 | 495 | 0.1% |
| 2 | 150 | < 0.1% |
| 3 | 135 | < 0.1% |
| 4 | 391 | 0.1% |
| 5 | 30 | < 0.1% |
| 6 | 11 | < 0.1% |
| 7 | 209 | < 0.1% |
| 8 | 182 | < 0.1% |
| 9 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 5819901 | 1 | |
| 5809548 | 1 | |
| 5800925 | 1 | |
| 5790113 | 1 | |
| 5781551 | 1 | |
| 5772799 | 1 | |
| 5762661 | 1 | |
| 5753290 | 1 | |
| 5742258 | 1 | |
| 5733215 | 1 |
Active
Real number (ℝ)
High correlation Missing Skewed Zeros
| Distinct | 54250 |
|---|---|
| Distinct (%) | 15.7% |
| Missing | 380080 |
| Missing (%) | 52.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18336.113 |
| Minimum | 0 |
|---|---|
| Maximum | 5431304 |
| Zeros | 12273 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 616 |
| median | 2043 |
| Q3 | 7588 |
| 95-th percentile | 62870.35 |
| Maximum | 5431304 |
| Range | 5431304 |
| Interquartile range (IQR) | 6972 |
Descriptive statistics
| Standard deviation | 135814.83 |
|---|---|
| Coefficient of variation (CV) | 7.4069589 |
| Kurtosis | 855.29412 |
| Mean | 18336.113 |
| Median Absolute Deviation (MAD) | 1811 |
| Skewness | 27.119031 |
| Sum | 6.3519595 × 109 |
| Variance | 1.8445669 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12273 | 1.7% |
| 1 | 1339 | 0.2% |
| 2 | 892 | 0.1% |
| 3 | 696 | 0.1% |
| 8 | 641 | 0.1% |
| 4 | 623 | 0.1% |
| 6 | 548 | 0.1% |
| 5 | 441 | 0.1% |
| 7 | 439 | 0.1% |
| 10 | 437 | 0.1% |
| Other values (54240) | 328089 | |
| (Missing) | 380080 |
| Value | Count | Frequency (%) |
| 0 | 12273 | |
| 1 | 1339 | 0.2% |
| 2 | 892 | 0.1% |
| 3 | 696 | 0.1% |
| 4 | 623 | 0.1% |
| 5 | 441 | 0.1% |
| 6 | 548 | 0.1% |
| 7 | 439 | 0.1% |
| 8 | 641 | 0.1% |
| 9 | 419 | 0.1% |
| Value | Count | Frequency (%) |
| 5431304 | 1 | |
| 5414549 | 1 | |
| 5400094 | 1 | |
| 5397788 | 1 | |
| 5384236 | 1 | |
| 5369608 | 1 | |
| 5364083 | 1 | |
| 5345820 | 1 | |
| 5327444 | 1 | |
| 5308000 | 1 |
Combined_Key
Text
| Distinct | 4014 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.5 MiB |
Length
| Max length | 60 |
|---|---|
| Median length | 45 |
| Mean length | 20.426023 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Afghanistan |
|---|---|
| 2nd row | Albania |
| 3rd row | Algeria |
| 4th row | Andorra |
| 5th row | Angola |
| Value | Count | Frequency (%) |
| us | 593123 | |
| texas | 46517 | 2.1% |
| virginia | 34571 | 1.6% |
| georgia | 29322 | 1.3% |
| north | 28960 | 1.3% |
| carolina | 26969 | 1.2% |
| new | 26245 | 1.2% |
| dakota | 22263 | 1.0% |
| kentucky | 21901 | 1.0% |
| south | 21539 | 1.0% |
| Other values (2756) | 1373525 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1498437 | 10.1% | |
| a | 1359254 | 9.2% |
| , | 1286880 | 8.7% |
| n | 912019 | 6.1% |
| i | 911293 | 6.1% |
| o | 822249 | 5.5% |
| e | 820994 | 5.5% |
| s | 696076 | 4.7% |
| S | 690487 | 4.7% |
| r | 636736 | 4.3% |
| Other values (52) | 5205040 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14839465 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1498437 | 10.1% | |
| a | 1359254 | 9.2% |
| , | 1286880 | 8.7% |
| n | 912019 | 6.1% |
| i | 911293 | 6.1% |
| o | 822249 | 5.5% |
| e | 820994 | 5.5% |
| s | 696076 | 4.7% |
| S | 690487 | 4.7% |
| r | 636736 | 4.3% |
| Other values (52) | 5205040 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14839465 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1498437 | 10.1% | |
| a | 1359254 | 9.2% |
| , | 1286880 | 8.7% |
| n | 912019 | 6.1% |
| i | 911293 | 6.1% |
| o | 822249 | 5.5% |
| e | 820994 | 5.5% |
| s | 696076 | 4.7% |
| S | 690487 | 4.7% |
| r | 636736 | 4.3% |
| Other values (52) | 5205040 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14839465 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1498437 | 10.1% | |
| a | 1359254 | 9.2% |
| , | 1286880 | 8.7% |
| n | 912019 | 6.1% |
| i | 911293 | 6.1% |
| o | 822249 | 5.5% |
| e | 820994 | 5.5% |
| s | 696076 | 4.7% |
| S | 690487 | 4.7% |
| r | 636736 | 4.3% |
| Other values (52) | 5205040 |
Incident_Rate
Real number (ℝ)
High correlation Missing
| Distinct | 484787 |
|---|---|
| Distinct (%) | 68.3% |
| Missing | 16276 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7995.4699 |
| Minimum | 0 |
|---|---|
| Maximum | 41459.613 |
| Zeros | 2830 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 444.90738 |
| Q1 | 5563.7763 |
| median | 8479.8576 |
| Q3 | 10608.422 |
| 95-th percentile | 13638.52 |
| Maximum | 41459.613 |
| Range | 41459.613 |
| Interquartile range (IQR) | 5044.6461 |
Descriptive statistics
| Standard deviation | 3946.6369 |
|---|---|
| Coefficient of variation (CV) | 0.49360913 |
| Kurtosis | 0.97089128 |
| Mean | 7995.4699 |
| Median Absolute Deviation (MAD) | 2431.2277 |
| Skewness | 0.0065607373 |
| Sum | 5.6785586 × 109 |
| Variance | 15575943 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2830 | 0.4% |
| 0.3038509564 | 181 | < 0.1% |
| 43.69747899 | 181 | < 0.1% |
| 0.02741152929 | 181 | < 0.1% |
| 6.847790732 | 181 | < 0.1% |
| 3.790758633 | 181 | < 0.1% |
| 0.8521079871 | 181 | < 0.1% |
| 70.65889419 | 181 | < 0.1% |
| 0.3812028313 | 181 | < 0.1% |
| 3337.453646 | 181 | < 0.1% |
| Other values (484777) | 705763 | |
| (Missing) | 16276 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 2830 | |
| 0.02741152929 | 181 | < 0.1% |
| 0.3038509564 | 181 | < 0.1% |
| 0.3416700834 | 66 | < 0.1% |
| 0.3812028313 | 181 | < 0.1% |
| 0.4871923796 | 9 | < 0.1% |
| 0.4893106073 | 48 | < 0.1% |
| 0.4935470628 | 3 | < 0.1% |
| 0.4956652905 | 20 | < 0.1% |
| 0.4977835183 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 41459.61309 | 1 | < 0.1% |
| 41367.92885 | 1 | < 0.1% |
| 41111.21298 | 1 | < 0.1% |
| 41102.04456 | 5 | |
| 40918.67608 | 1 | < 0.1% |
| 40496.92858 | 4 | |
| 40414.41276 | 2 | < 0.1% |
| 40405.24434 | 3 | |
| 40396.07591 | 1 | < 0.1% |
| 39974.32841 | 1 | < 0.1% |
Case_Fatality_Ratio
Real number (ℝ)
High correlation Missing Skewed Zeros
| Distinct | 305215 |
|---|---|
| Distinct (%) | 42.5% |
| Missing | 8394 |
| Missing (%) | 1.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6825172 |
| Minimum | 0 |
|---|---|
| Maximum | 4965.3061 |
| Zeros | 35337 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.058685446 |
| Q1 | 1.1510791 |
| median | 1.7356969 |
| Q3 | 2.4649144 |
| 95-th percentile | 4.0650407 |
| Maximum | 4965.3061 |
| Range | 4965.3061 |
| Interquartile range (IQR) | 1.3138353 |
Descriptive statistics
| Standard deviation | 41.759094 |
|---|---|
| Coefficient of variation (CV) | 15.56713 |
| Kurtosis | 5770.0481 |
| Mean | 2.6825172 |
| Median Absolute Deviation (MAD) | 0.64130565 |
| Skewness | 71.756689 |
| Sum | 1926326.4 |
| Variance | 1743.8219 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35337 | 4.9% |
| 1.886792453 | 618 | 0.1% |
| 1.960784314 | 589 | 0.1% |
| 1.923076923 | 473 | 0.1% |
| 1.818181818 | 428 | 0.1% |
| 2 | 419 | 0.1% |
| 1.694915254 | 395 | 0.1% |
| 2.777777778 | 378 | 0.1% |
| 2.127659574 | 348 | < 0.1% |
| 1.639344262 | 346 | < 0.1% |
| Other values (305205) | 678773 | |
| (Missing) | 8394 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 35337 | |
| 0.01483868233 | 1 | < 0.1% |
| 0.01484340211 | 1 | < 0.1% |
| 0.01484371687 | 3 | < 0.1% |
| 0.0148456057 | 1 | < 0.1% |
| 0.01484749502 | 1 | < 0.1% |
| 0.01484780995 | 3 | < 0.1% |
| 0.01484812489 | 2 | < 0.1% |
| 0.01484843985 | 2 | < 0.1% |
| 0.01485096001 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4965.306122 | 1 | < 0.1% |
| 4866 | 3 | |
| 4770.588235 | 5 | |
| 4590.566038 | 1 | < 0.1% |
| 4505.555556 | 3 | |
| 3425.352113 | 1 | < 0.1% |
| 3151.948052 | 1 | < 0.1% |
| 3076.712329 | 1 | < 0.1% |
| 3023.75 | 1 | < 0.1% |
| 3021.25 | 1 | < 0.1% |
letalidad
Real number (ℝ)
High correlation Missing Skewed Zeros
| Distinct | 306936 |
|---|---|
| Distinct (%) | 42.8% |
| Missing | 9667 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6607663 |
| Minimum | 0 |
|---|---|
| Maximum | 4975.5102 |
| Zeros | 33824 |
| Zeros (%) | 4.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.12188929 |
| Q1 | 1.1541525 |
| median | 1.7346054 |
| Q3 | 2.4546833 |
| 95-th percentile | 4.0682601 |
| Maximum | 4975.5102 |
| Range | 4975.5102 |
| Interquartile range (IQR) | 1.3005308 |
Descriptive statistics
| Standard deviation | 39.690771 |
|---|---|
| Coefficient of variation (CV) | 14.917045 |
| Kurtosis | 4968.6318 |
| Mean | 2.6607663 |
| Median Absolute Deviation (MAD) | 0.63397645 |
| Skewness | 67.82994 |
| Sum | 1907319.8 |
| Variance | 1575.3573 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 33824 | 4.7% |
| 1.886792453 | 597 | 0.1% |
| 1.960784314 | 583 | 0.1% |
| 1.818181818 | 415 | 0.1% |
| 2.777777778 | 402 | 0.1% |
| 2 | 398 | 0.1% |
| 1.923076923 | 390 | 0.1% |
| 2.325581395 | 378 | 0.1% |
| 1.694915254 | 360 | < 0.1% |
| 1.351351351 | 355 | < 0.1% |
| Other values (306926) | 679129 | |
| (Missing) | 9667 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 33824 | |
| 0.008479247043 | 1 | < 0.1% |
| 0.008481944062 | 1 | < 0.1% |
| 0.008482123924 | 3 | < 0.1% |
| 0.008483203258 | 1 | < 0.1% |
| 0.008484282866 | 1 | < 0.1% |
| 0.008484462827 | 3 | < 0.1% |
| 0.008484642797 | 2 | < 0.1% |
| 0.008484822773 | 2 | < 0.1% |
| 0.008486262862 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4975.510204 | 1 | |
| 4615.09434 | 1 | |
| 4529.62963 | 1 | |
| 4505.555556 | 2 | |
| 3425.352113 | 1 | |
| 3151.948052 | 1 | |
| 3076.712329 | 1 | |
| 3023.75 | 1 | |
| 3021.25 | 1 | |
| 3011.25 | 1 |
Interactions
Correlations
| Active | Case_Fatality_Ratio | Confirmed | Deaths | FIPS | Incident_Rate | Lat | Long_ | Recovered | letalidad | |
|---|---|---|---|---|---|---|---|---|---|---|
| Active | 1.000 | 0.156 | 0.787 | 0.730 | -0.109 | 0.220 | 0.045 | 0.023 | 0.012 | 0.149 |
| Case_Fatality_Ratio | 0.156 | 1.000 | 0.043 | 0.341 | -0.096 | 0.120 | -0.112 | -0.006 | 0.023 | 0.994 |
| Confirmed | 0.787 | 0.043 | 1.000 | 0.918 | -0.100 | -0.036 | -0.059 | 0.370 | 0.517 | 0.040 |
| Deaths | 0.730 | 0.341 | 0.918 | 1.000 | -0.146 | 0.006 | -0.090 | 0.325 | 0.476 | 0.343 |
| FIPS | -0.109 | -0.096 | -0.100 | -0.146 | 1.000 | -0.112 | 0.022 | 0.133 | NaN | -0.103 |
| Incident_Rate | 0.220 | 0.120 | -0.036 | 0.006 | -0.112 | 1.000 | 0.081 | -0.422 | -0.521 | 0.114 |
| Lat | 0.045 | -0.112 | -0.059 | -0.090 | 0.022 | 0.081 | 1.000 | -0.173 | -0.131 | -0.111 |
| Long_ | 0.023 | -0.006 | 0.370 | 0.325 | 0.133 | -0.422 | -0.173 | 1.000 | 0.710 | 0.001 |
| Recovered | 0.012 | 0.023 | 0.517 | 0.476 | NaN | -0.521 | -0.131 | 0.710 | 1.000 | 0.019 |
| letalidad | 0.149 | 0.994 | 0.040 | 0.343 | -0.103 | 0.114 | -0.111 | 0.001 | 0.019 | 1.000 |
Missing values
Sample
| FIPS | Admin2 | Province_State | Country_Region | Last_Update | Lat | Long_ | Confirmed | Deaths | Recovered | Active | Combined_Key | Incident_Rate | Case_Fatality_Ratio | letalidad | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NaN | NaN | NaN | Afghanistan | 2021-01-02 05:22:33 | 33.93911 | 67.709953 | 52513 | 2201 | 41727.0 | 8585.0 | Afghanistan | 134.896578 | 4.191343 | 4.191343 |
| 1 | NaN | NaN | NaN | Albania | 2021-01-02 05:22:33 | 41.15330 | 20.168300 | 58316 | 1181 | 33634.0 | 23501.0 | Albania | 2026.409062 | 2.025173 | 2.025173 |
| 2 | NaN | NaN | NaN | Algeria | 2021-01-02 05:22:33 | 28.03390 | 1.659600 | 99897 | 2762 | 67395.0 | 29740.0 | Algeria | 227.809861 | 2.764848 | 2.764848 |
| 3 | NaN | NaN | NaN | Andorra | 2021-01-02 05:22:33 | 42.50630 | 1.521800 | 8117 | 84 | 7463.0 | 570.0 | Andorra | 10505.403482 | 1.034865 | 1.034865 |
| 4 | NaN | NaN | NaN | Angola | 2021-01-02 05:22:33 | -11.20270 | 17.873900 | 17568 | 405 | 11146.0 | 6017.0 | Angola | 53.452981 | 2.305328 | 2.305328 |
| 5 | NaN | NaN | NaN | Antigua and Barbuda | 2021-01-02 05:22:33 | 17.06080 | -61.796400 | 159 | 5 | 148.0 | 6.0 | Antigua and Barbuda | 162.364186 | 3.144654 | 3.144654 |
| 6 | NaN | NaN | NaN | Argentina | 2021-01-02 05:22:33 | -38.41610 | -63.616700 | 1629594 | 43319 | 1426676.0 | 159599.0 | Argentina | 3605.633332 | 2.658269 | 2.658269 |
| 7 | NaN | NaN | NaN | Armenia | 2021-01-02 05:22:33 | 40.06910 | 45.038200 | 159738 | 2828 | 143355.0 | 13555.0 | Armenia | 5390.664389 | 1.770399 | 1.770399 |
| 8 | NaN | NaN | Australian Capital Territory | Australia | 2021-01-02 05:22:33 | -35.47350 | 149.012400 | 118 | 3 | 114.0 | 1.0 | Australian Capital Territory, Australia | 27.563653 | 2.542373 | 2.542373 |
| 9 | NaN | NaN | New South Wales | Australia | 2021-01-02 05:22:33 | -33.86880 | 151.209300 | 4947 | 54 | 0.0 | 4893.0 | New South Wales, Australia | 60.938655 | 1.091571 | 1.091571 |
| FIPS | Admin2 | Province_State | Country_Region | Last_Update | Lat | Long_ | Confirmed | Deaths | Recovered | Active | Combined_Key | Incident_Rate | Case_Fatality_Ratio | letalidad | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 726488 | NaN | NaN | NaN | Winter Olympics 2022 | 2021-07-01 04:21:19 | 39.904200 | 116.40740 | 0 | 0 | 0.0 | 0.0 | Winter Olympics 2022 | 0.0 | 0.0 | <NA> |
| 726489 | NaN | NaN | NaN | Antarctica | 2021-07-01 04:21:19 | -71.949900 | 23.34700 | 0 | 0 | 0.0 | 0.0 | Antarctica | 0.0 | 0.0 | <NA> |
| 726490 | NaN | NaN | Jersey | United Kingdom | 2021-07-01 04:21:19 | 49.213800 | -2.13580 | 3493 | 69 | 0.0 | 0.0 | Jersey, United Kingdom | 0.0 | 0.0 | 1.975379 |
| 726491 | NaN | NaN | Guernsey | United Kingdom | 2021-07-01 04:21:19 | 49.448196 | -2.58949 | 837 | 17 | 0.0 | 0.0 | Guernsey, United Kingdom | 0.0 | 0.0 | 2.031063 |
| 726492 | NaN | NaN | NaN | Korea, North | 2021-07-01 04:21:19 | 40.339900 | 127.51010 | 0 | 0 | 0.0 | 0.0 | Korea, North | 0.0 | 0.0 | <NA> |
| 726493 | NaN | NaN | Unknown | Ukraine | 2021-07-01 04:21:19 | NaN | NaN | 0 | 0 | 0.0 | 0.0 | Unknown, Ukraine | 0.0 | 0.0 | <NA> |
| 726494 | NaN | NaN | NaN | Nauru | 2021-07-01 04:21:19 | -0.522800 | 166.93150 | 0 | 0 | 0.0 | 0.0 | Nauru | 0.0 | 0.0 | <NA> |
| 726495 | NaN | NaN | Niue | New Zealand | 2021-07-01 04:21:19 | -19.054400 | -169.86720 | 0 | 0 | 0.0 | 0.0 | Niue, New Zealand | 0.0 | 0.0 | <NA> |
| 726496 | NaN | NaN | NaN | Tuvalu | 2021-07-01 04:21:19 | -7.109500 | 177.64930 | 0 | 0 | 0.0 | 0.0 | Tuvalu | 0.0 | 0.0 | <NA> |
| 726497 | NaN | NaN | Pitcairn Islands | United Kingdom | 2021-07-01 04:21:19 | -24.376800 | -128.32420 | 0 | 0 | 0.0 | 0.0 | Pitcairn Islands, United Kingdom | 0.0 | 0.0 | <NA> |
Duplicate rows
Most frequently occurring
| FIPS | Admin2 | Province_State | Country_Region | Last_Update | Lat | Long_ | Confirmed | Deaths | Recovered | Active | Combined_Key | Incident_Rate | Case_Fatality_Ratio | letalidad | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | NaN | NaN | Diamond Princess | Canada | 2020-12-21 13:27:30 | NaN | NaN | 0 | 1 | 0.0 | 0.0 | Diamond Princess, Canada | NaN | NaN | NaN | 181 |
| 74 | NaN | NaN | Grand Princess | Canada | 2020-12-21 13:27:30 | NaN | NaN | 13 | 0 | 13.0 | 0.0 | Grand Princess, Canada | NaN | 0.000000 | 0.000000 | 181 |
| 45 | 80001.0 | Out of AL | Alabama | US | 2020-12-21 13:27:30 | NaN | NaN | 0 | 0 | NaN | NaN | Out of AL, Alabama, US | NaN | NaN | NaN | 116 |
| 53 | 80023.0 | Out of ME | Maine | US | 2020-08-07 22:34:20 | NaN | NaN | 0 | 0 | NaN | NaN | Out of ME, Maine, US | NaN | NaN | NaN | 116 |
| 55 | 88888.0 | NaN | Diamond Princess | US | 2020-08-04 02:27:56 | NaN | NaN | 49 | 0 | NaN | NaN | Diamond Princess, US | NaN | 0.000000 | 0.000000 | 116 |
| 57 | 90001.0 | Unassigned | Alabama | US | 2020-12-21 13:27:30 | NaN | NaN | 0 | 0 | NaN | NaN | Unassigned, Alabama, US | NaN | NaN | NaN | 116 |
| 66 | 90032.0 | Unassigned | Nevada | US | 2021-01-24 23:22:19 | NaN | NaN | 0 | 0 | NaN | NaN | Unassigned, Nevada, US | NaN | NaN | NaN | 116 |
| 69 | 90051.0 | Unassigned | Virginia | US | 2020-12-21 13:27:30 | NaN | NaN | 0 | 0 | NaN | NaN | Unassigned, Virginia, US | NaN | NaN | NaN | 116 |
| 71 | 99999.0 | NaN | Grand Princess | US | 2020-08-04 02:27:56 | NaN | NaN | 103 | 3 | NaN | NaN | Grand Princess, US | NaN | 2.912621 | 2.912621 | 116 |
| 72 | NaN | NaN | Bonaire, Sint Eustatius and Saba | Netherlands | 2021-01-08 23:22:27 | 12.1784 | -68.2385 | 196 | 3 | 180.0 | 13.0 | Bonaire, Sint Eustatius and Saba, Netherlands | 747.492468 | 1.530612 | 1.530612 | 110 |